Some Important Resources to Learn Computer Science in 2024,

- Harvard - Stanford
- MIT - IBM - Telegram
- Microsoft - Google

❯ CS50 from Harvard
http://cs50.harvard.edu/x/2023/certificate/

❯ C/C++
http://ocw.mit.edu/courses/6-s096-effective-programming-in-c-and-c-january-iap-2014/

❯ Python
http://cs50.harvard.edu/python/2022/

❯ SQL
http://online.stanford.edu/courses/soe-ydatabases0005-databases-relational-databases-and-sql

❯ DSA
http://techdevguide.withgoogle.com/paths/data-structures-and-algorithms/

❯ Java
http://learn.microsoft.com/shows/java-for-beginners/

❯ JavaScript
http://learn.microsoft.com/training/paths/web-development-101/

❯ TypeScript
http://learn.microsoft.com/training/paths/build-javascript-applications-typescript/

❯ C#
http://learn.microsoft.com/users/dotnet/collections/yz26f8y64n7k07

❯ Mathematics (incl. Statistics)
ocw.mit.edu/search/?d=Mathematics&s=department_course_numbers.sort_coursenum

❯ Data Science
cognitiveclass.ai/courses/data-science-101

❯ Machine Learning
http://developers.google.com/machine-learning/crash-course

❯ Deep Learning
introtodeeplearning.com

❯ Full Stack Web (HTML/CSS)
pll.harvard.edu/course/cs50s-web-programming-python-and-javascript/2023-05


❯ OS, Networking
ocw.mit.edu/courses/6-033-computer-system-engineering-spring-2018/

❯ Compiler Design
online.stanford.edu/courses/soe-ycscs1-compilers


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𝐋𝐞𝐚𝐫𝐧 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐰𝐢𝐭𝐡 𝐅𝐑𝐄𝐄 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐜𝐨𝐮𝐫𝐬𝐞𝐬 𝐢𝐧 𝟐𝟎𝟐𝟒:

1. Python
🔗http://freecodecamp.org/learn/scientific-computing-with-python/

2. SQL
🔗http://openclassrooms.com/courses/2071486-retrieve-data-using-sql

3. R
🔗http://mygreatlearning.com/academy/learn-for-free/courses/r-for-data-science

4. Excel
🔗http://simplilearn.com/learn-business-analytics-excel-fundamentals-skillup

5. PowerBI
🔗http://openclassrooms.com/courses/7434291-create-dashboards-with-powerbi

6. Tableau
🔗http://openclassrooms.com/courses/5873606-create-dashboards-with-tableau

7. Mathematics & Statistics
🔗http://matlabacademy.mathworks.com

8. Probability
🔗http://mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science

9. Data Analysis
🔗http://cognitiveclass.ai/courses/data-analysis-python

10. Data Visualization
🔗http://cognitiveclass.ai/courses/data-visualization-python

📌Here are the best FREE Data Science books. 👇🏽

🔷 Dive into Deep Learning: https://d2l.ai

🔷 Deep Learning: http://deeplearningbook.org

🔷 Interpretable Machine Learning: https://lnkd.in/grevvJhu

🔷 Machine Learning Yearning: https://lnkd.in/gviDYyf9

🔷 Mathematics for Machine Learning: http://mml-book.github.io

🔷 An Introduction to Statistical Learning: http://statlearning.com

Happy Learning 🌟
--------------------------------------
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Python Development is a highly in-demand and well-paying job in the tech industry.

If you're looking to become an excellent Python Developer, here's a roadmap that includes various online resources:

1 Python Basics :

Start with the fundamentals of Python programming, including variables, data types, control flow, loops, and functions.

1.1 https://lnkd.in/deZe7gxk

2 Object-Oriented Programming:
Learn about object-oriented programming concepts such as classes, objects, inheritance, and polymorphism.

https://lnkd.in/dF3gXMTT

3 Data Structures and Algorithms:
Understand the basics of data structures such as lists, dictionaries, tuples, and sets, as well as algorithms like sorting and searching.

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4 Python Libraries :
Familiarize yourself with popular Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-learn for data manipulation, analysis, and visualization.

4.1 Numpy : https://lnkd.in/deKZNr7j

4.2 Pandas : https://lnkd.in/deKZNr7j

4.3 Matplotlib : https://lnkd.in/deKZNr7j

4.4 Scikit Learn : https://lnkd.in/dbDD7mgA

Web Development

5.1 Flask

Learn Flask, a lightweight web application framework for Python.

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5.2 Django

Django is a high-level Python web framework that enables rapid development of secure and maintainable websites.

https://lnkd.in/d2MdpS4T

6 Database
Learn about database management systems like MySQL, SQLite, and PostgreSQL, and how to use them with Python.

6.1 https://lnkd.in/dr8tQMzG

6.2 https://lnkd.in/dYxHYR2T

7 Automation and Scripting :
Learn how to automate repetitive tasks and write scripts to make your work easier and more efficient using libraries like Selenium and Beautiful Soup.

7.1 https://lnkd.in/dBc7wEfp

7.2 https://lnkd.in/d-2u8Txz

8 Machine Learning :
Learn the basics of machine learning with Python and libraries such as TensorFlow and Keras.
https://lnkd.in/dAp--sC6

9 Data Science :
Get started with data science using Python libraries such as Pandas, NumPy, and Scikit-learn.
https://lnkd.in/dEk2-2_x

10 DevOps :
Understand the basics of DevOps, including containerization with Docker and container orchestration with Kubernetes.

https://lnkd.in/dmJbgE_4

11 Version Control :
Learn about version control systems like Git and how to use them to manage your codebase.
https://lnkd.in/dUxsQhiE

𝐉𝐨𝐢𝐧 𝐭𝐡𝐢𝐬 𝐭𝐞𝐥𝐞𝐠𝐫𝐚𝐦 𝐠𝐫𝐨𝐮𝐩 𝐟𝐨𝐫 𝐩𝐫𝐞𝐦𝐢𝐮𝐦 𝐉𝐨𝐛𝐬/Notes: https://t.me/SkillsUnlock

Try these Free courses from Microsoft in 2024 to level up your Skills 📈

𝟭. 𝗗𝗮𝘁𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-data-fundamentals-explore-non-relational-data/

𝟮. 𝗦𝗾𝗹 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-sql-fundamentals/

𝟯. 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜
https://learn.microsoft.com/en-us/training/paths/create-use-analvtics-reports-power-bi/

𝟰. 𝗔𝘇𝘂𝗿𝗲 𝗰𝗼𝘀𝗺𝗼𝘀 𝗗𝗕
https://learn.microsoft.com/en-us/training/paths/create-use-analytics-reports-power-bi/

𝟱. 𝗔𝗜 𝗳𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/create-no-code-predictive-models-azure-machine-learning/

𝟲. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
https://learn.microsoft.com/en-us/training/modules/introduction-to-machine-learning/

𝟳. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹 𝗔𝗜 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀
https://learn.microsoft.com/en-us/training/modules/get-started-ai-fundamentals/

𝟴. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜
https://learn.microsoft.com/en-us/training/modules/fundamentals-generative-ai/

𝟵. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻
https://learn.microsoft.com/en-us/training/modules/analyze-images-computer-vision/

𝟭𝟬. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗹𝗲 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜
https://learn.microsoft.com/en-us/training/modules/responsible-generative-ai/

𝟭𝟭. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗙𝗮𝗰𝗶𝗮𝗹 𝗥𝗲𝗰𝗼𝗴𝗻𝗶𝘁𝗶𝗼𝗻
https://learn.microsoft.com/en-in/training/modules/detect-analyze-faces/

𝟭𝟮. 𝗗𝗲𝘀𝗰𝗿𝗶𝗯𝗲 𝗰𝗹𝗼𝘂𝗱 𝗰𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴
https://learn.microsoft.com/en-in/training/modules/describe-cloud-compute/

𝟭𝟯. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴
https://learn.microsoft.com/en-in/training/modules/fundamentals-machine-learning/

𝟭𝟰. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗚𝗶𝘁
https://learn.microsoft.com/en-in/training/modules/intro-to-git/

𝟭𝟱. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗚𝗶𝘁𝗛𝘂𝗯
https://learn.microsoft.com/en-in/training/modules/introduction-to-github/

𝟭𝟲. 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗔𝘇𝘂𝗿𝗲 𝗙𝗿𝗲𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲
https://intellipaat.com/academy/course/free-microsoft-azure-certification-course/

𝟭𝟳. 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗖𝘆𝗯𝗲𝗿𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝗔𝗻𝗮𝗹𝘆𝘀𝘁
https://imp.i384100.net/ZQ4bNQ

𝟭𝟴. 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝟯𝟲𝟱 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻
https://imp.i384100.net/LXGOAo

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9 Best Programming Languages for Cybersecurity

Discover the essential programming languages empowering cybersecurity professionals with capabilities in database security, web protection, network defense, and more.

https://skillunlock.net/9-best-programming-languages-for-cybersecurity/